Dataset statistics
| Number of variables | 51 |
|---|---|
| Number of observations | 388 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 102 |
| Duplicate rows (%) | 26.3% |
| Total size in memory | 154.7 KiB |
| Average record size in memory | 408.3 B |
Variable types
| CAT | 48 |
|---|---|
| NUM | 2 |
| BOOL | 1 |
| Dataset has 102 (26.3%) duplicate rows | Duplicates |
Reproduction
| Analysis started | 2021-03-27 03:56:43.040306 |
|---|---|
| Analysis finished | 2021-03-27 03:57:53.616151 |
| Duration | 1 minute and 10.58 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
Age
Real number (ℝ≥0)
| Distinct | 16 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.62886598 |
|---|---|
| Minimum | 18 |
| Maximum | 33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 23 |
| median | 24 |
| Q3 | 26 |
| 95-th percentile | 31 |
| Maximum | 33 |
| Range | 15 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.975592661 |
|---|---|
| Coefficient of variation (CV) | 0.1208172826 |
| Kurtosis | 0.25601405 |
| Mean | 24.62886598 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.8098768724 |
| Sum | 9556 |
| Variance | 8.854151682 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 23 | 73 | 18.8% | |
| 22 | 57 | 14.7% | |
| 25 | 52 | 13.4% | |
| 24 | 50 | 12.9% | |
| 26 | 35 | 9.0% | |
| 21 | 23 | 5.9% | |
| 27 | 21 | 5.4% | |
| 32 | 16 | 4.1% | |
| 28 | 15 | 3.9% | |
| 29 | 14 | 3.6% | |
| Other values (6) | 32 | 8.2% |
| Value | Count | Frequency (%) | |
| 18 | 1 | 0.3% | |
| 19 | 4 | 1.0% | |
| 20 | 9 | 2.3% | |
| 21 | 23 | 5.9% | |
| 22 | 57 | 14.7% |
| Value | Count | Frequency (%) | |
| 33 | 1 | 0.3% | |
| 32 | 16 | 4.1% | |
| 31 | 8 | 2.1% | |
| 30 | 9 | 2.3% | |
| 29 | 14 | 3.6% |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Male | |
|---|---|
| Female |
| Value | Count | Frequency (%) | |
| Male | 222 | 57.2% | |
| Female | 166 | 42.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.855670103 |
| Min length | 4 |
Marital Status
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Single | |
|---|---|
| Married | |
| Prefer not to say | 12 |
| Value | Count | Frequency (%) | |
| Single | 268 | 69.1% | |
| Married | 108 | 27.8% | |
| Prefer not to say | 12 | 3.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 6 |
| Mean length | 6.618556701 |
| Min length | 6 |
Occupation
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Student | |
|---|---|
| Employee | |
| Self Employeed | |
| House wife | 9 |
| Value | Count | Frequency (%) | |
| Student | 207 | 53.4% | |
| Employee | 118 | 30.4% | |
| Self Employeed | 54 | 13.9% | |
| House wife | 9 | 2.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 14 |
|---|---|
| Median length | 7 |
| Mean length | 8.347938144 |
| Min length | 7 |
Monthly Income
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| No Income | |
|---|---|
| 25001 to 50000 | |
| More than 50000 | |
| 10001 to 25000 | |
| Below Rs.10000 |
| Value | Count | Frequency (%) | |
| No Income | 187 | 48.2% | |
| 25001 to 50000 | 69 | 17.8% | |
| More than 50000 | 62 | 16.0% | |
| 10001 to 25000 | 45 | 11.6% | |
| Below Rs.10000 | 25 | 6.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 15 |
|---|---|
| Median length | 14 |
| Mean length | 11.75 |
| Min length | 9 |
Educational Qualifications
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Graduate | |
|---|---|
| Post Graduate | |
| Ph.D | |
| School | 12 |
| Uneducated | 2 |
| Value | Count | Frequency (%) | |
| Graduate | 177 | 45.6% | |
| Post Graduate | 174 | 44.8% | |
| Ph.D | 23 | 5.9% | |
| School | 12 | 3.1% | |
| Uneducated | 2 | 0.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 9.953608247 |
| Min length | 4 |
Family size
Real number (ℝ≥0)
| Distinct | 6 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.280927835 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 3.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.35102494 |
|---|---|
| Coefficient of variation (CV) | 0.4117813642 |
| Kurtosis | -0.6634980527 |
| Mean | 3.280927835 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.4013763516 |
| Sum | 1273 |
| Variance | 1.825268388 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3 | 117 | 30.2% | |
| 2 | 101 | 26.0% | |
| 4 | 63 | 16.2% | |
| 5 | 54 | 13.9% | |
| 6 | 29 | 7.5% | |
| 1 | 24 | 6.2% |
| Value | Count | Frequency (%) | |
| 1 | 24 | 6.2% | |
| 2 | 101 | 26.0% | |
| 3 | 117 | 30.2% | |
| 4 | 63 | 16.2% | |
| 5 | 54 | 13.9% |
| Value | Count | Frequency (%) | |
| 6 | 29 | 7.5% | |
| 5 | 54 | 13.9% | |
| 4 | 63 | 16.2% | |
| 3 | 117 | 30.2% | |
| 2 | 101 | 26.0% |
Medium (P1)
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Food delivery apps | |
|---|---|
| Walk-in | 22 |
| Direct call | 5 |
| Web browser | 3 |
| Value | Count | Frequency (%) | |
| Food delivery apps | 358 | 92.3% | |
| Walk-in | 22 | 5.7% | |
| Direct call | 5 | 1.3% | |
| Web browser | 3 | 0.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 17.23195876 |
| Min length | 7 |
Medium (P2)
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Direct call | |
|---|---|
| Walk-in | |
| Web browser |
| Value | Count | Frequency (%) | |
| Direct call | 208 | 53.6% | |
| Walk-in | 104 | 26.8% | |
| Web browser | 76 | 19.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 10.92783505 |
| Min length | 8 |
Meal(P1)
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Snacks | |
|---|---|
| Lunch | |
| Dinner | |
| Breakfast |
| Value | Count | Frequency (%) | |
| Snacks | 124 | 32.0% | |
| Lunch | 120 | 30.9% | |
| Dinner | 91 | 23.5% | |
| Breakfast | 53 | 13.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.100515464 |
| Min length | 5 |
Meal(P2)
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Dinner | |
|---|---|
| Snacks | |
| Lunch | 28 |
| Value | Count | Frequency (%) | |
| Dinner | 312 | 80.4% | |
| Snacks | 48 | 12.4% | |
| Lunch | 28 | 7.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.927835052 |
| Min length | 6 |
Perference(P1)
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Non Veg foods (Lunch / Dinner) | |
|---|---|
| Veg foods (Breakfast / Lunch / Dinner) | |
| Sweets | 3 |
| Bakery items (snacks) | 1 |
| Value | Count | Frequency (%) | |
| Non Veg foods (Lunch / Dinner) | 315 | 81.2% | |
| Veg foods (Breakfast / Lunch / Dinner) | 69 | 17.8% | |
| Sweets | 3 | 0.8% | |
| Bakery items (snacks) | 1 | 0.3% |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.3% |
Length
| Max length | 38 |
|---|---|
| Median length | 30 |
| Mean length | 31.21391753 |
| Min length | 6 |
Perference(P2)
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Veg foods (Breakfast / Lunch / Dinner) | |
|---|---|
| Sweets | |
| Ice cream / Cool drinks | |
| Bakery items (snacks) | 13 |
| Value | Count | Frequency (%) | |
| Veg foods (Breakfast / Lunch / Dinner) | 294 | 75.8% | |
| Sweets | 46 | 11.9% | |
| Ice cream / Cool drinks | 35 | 9.0% | |
| Bakery items (snacks) | 13 | 3.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 39 |
|---|---|
| Median length | 39 |
| Mean length | 33.28350515 |
| Min length | 7 |
Ease and convenient
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Strongly agree | |
| Disagree | |
| Neutral | 20 |
| Strongly disagree | 8 |
| Value | Count | Frequency (%) | |
| Agree | 235 | 60.6% | |
| Strongly agree | 67 | 17.3% | |
| Disagree | 58 | 14.9% | |
| Neutral | 20 | 5.2% | |
| Strongly disagree | 8 | 2.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 5 |
| Mean length | 7.353092784 |
| Min length | 5 |
Time saving
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Strongly agree | |
| Disagree | |
| Neutral | |
| Strongly disagree | 9 |
| Value | Count | Frequency (%) | |
| Agree | 143 | 36.9% | |
| Strongly agree | 115 | 29.6% | |
| Disagree | 66 | 17.0% | |
| Neutral | 55 | 14.2% | |
| Strongly disagree | 9 | 2.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 8.739690722 |
| Min length | 5 |
More restaurant choices
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Strongly agree | |
| Neutral | |
| Disagree | |
| Strongly disagree | 15 |
| Value | Count | Frequency (%) | |
| Agree | 169 | 43.6% | |
| Strongly agree | 104 | 26.8% | |
| Neutral | 55 | 14.2% | |
| Disagree | 45 | 11.6% | |
| Strongly disagree | 15 | 3.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 8.507731959 |
| Min length | 5 |
Easy Payment option
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Strongly agree | |
| Neutral | |
| Disagree | |
| Strongly disagree |
| Value | Count | Frequency (%) | |
| Agree | 143 | 36.9% | |
| Strongly agree | 93 | 24.0% | |
| Neutral | 76 | 19.6% | |
| Disagree | 52 | 13.4% | |
| Strongly disagree | 24 | 6.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 8.693298969 |
| Min length | 5 |
More Offers and Discount
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Strongly agree | |
| Neutral | |
| Disagree | |
| Strongly disagree |
| Value | Count | Frequency (%) | |
| Agree | 132 | 34.0% | |
| Strongly agree | 94 | 24.2% | |
| Neutral | 76 | 19.6% | |
| Disagree | 63 | 16.2% | |
| Strongly disagree | 23 | 5.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 8.770618557 |
| Min length | 5 |
Good Food quality
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Neutral | |
| Strongly agree | |
| Disagree | |
| Strongly disagree |
| Value | Count | Frequency (%) | |
| Agree | 141 | 36.3% | |
| Neutral | 112 | 28.9% | |
| Strongly agree | 68 | 17.5% | |
| Disagree | 49 | 12.6% | |
| Strongly disagree | 18 | 4.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 8.090206186 |
| Min length | 5 |
Good Tracking system
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Strongly agree | |
| Neutral | |
| Disagree | |
| Strongly disagree |
| Value | Count | Frequency (%) | |
| Agree | 161 | 41.5% | |
| Strongly agree | 111 | 28.6% | |
| Neutral | 68 | 17.5% | |
| Disagree | 27 | 7.0% | |
| Strongly disagree | 21 | 5.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 8.783505155 |
| Min length | 5 |
Self Cooking
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Disagree | |
| Neutral | |
| Strongly agree | |
| Strongly disagree | 15 |
| Value | Count | Frequency (%) | |
| Agree | 166 | 42.8% | |
| Disagree | 140 | 36.1% | |
| Neutral | 48 | 12.4% | |
| Strongly agree | 19 | 4.9% | |
| Strongly disagree | 15 | 3.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 7.234536082 |
| Min length | 5 |
Health Concern
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Disagree | |
| Neutral | |
| Strongly agree | |
| Strongly disagree |
| Value | Count | Frequency (%) | |
| Agree | 121 | 31.2% | |
| Disagree | 119 | 30.7% | |
| Neutral | 68 | 17.5% | |
| Strongly agree | 67 | 17.3% | |
| Strongly disagree | 13 | 3.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 8 |
| Mean length | 8.226804124 |
| Min length | 5 |
Late Delivery
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Neutral | |
| Disagree | |
| Strongly disagree | |
| Strongly agree |
| Value | Count | Frequency (%) | |
| Agree | 163 | 42.0% | |
| Neutral | 87 | 22.4% | |
| Disagree | 74 | 19.1% | |
| Strongly disagree | 33 | 8.5% | |
| Strongly agree | 31 | 8.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 7.760309278 |
| Min length | 5 |
Poor Hygiene
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Disagree | |
|---|---|
| Agree | |
| Neutral | |
| Strongly agree | |
| Strongly disagree |
| Value | Count | Frequency (%) | |
| Disagree | 112 | 28.9% | |
| Agree | 110 | 28.4% | |
| Neutral | 88 | 22.7% | |
| Strongly agree | 52 | 13.4% | |
| Strongly disagree | 26 | 6.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 8.329896907 |
| Min length | 5 |
Bad past experience
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Disagree | |
|---|---|
| Agree | |
| Neutral | |
| Strongly agree | |
| Strongly disagree |
| Value | Count | Frequency (%) | |
| Disagree | 143 | 36.9% | |
| Agree | 99 | 25.5% | |
| Neutral | 85 | 21.9% | |
| Strongly agree | 31 | 8.0% | |
| Strongly disagree | 30 | 7.7% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 8 |
| Mean length | 8.190721649 |
| Min length | 5 |
Unavailability
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Disagree | |
|---|---|
| Agree | |
| Neutral | |
| Strongly disagree | |
| Strongly agree |
| Value | Count | Frequency (%) | |
| Disagree | 126 | 32.5% | |
| Agree | 95 | 24.5% | |
| Neutral | 73 | 18.8% | |
| Strongly disagree | 63 | 16.2% | |
| Strongly agree | 31 | 8.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 8 |
| Mean length | 9.018041237 |
| Min length | 5 |
Unaffordable
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Disagree | |
|---|---|
| Strongly disagree | |
| Agree | |
| Neutral | |
| Strongly agree |
| Value | Count | Frequency (%) | |
| Disagree | 153 | 39.4% | |
| Strongly disagree | 82 | 21.1% | |
| Agree | 63 | 16.2% | |
| Neutral | 62 | 16.0% | |
| Strongly agree | 28 | 7.2% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 8 |
| Mean length | 9.68814433 |
| Min length | 5 |
Long delivery time
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Disagree | |
| Neutral | |
| Strongly agree | |
| Strongly disagree | 7 |
| Value | Count | Frequency (%) | |
| Agree | 185 | 47.7% | |
| Disagree | 108 | 27.8% | |
| Neutral | 46 | 11.9% | |
| Strongly agree | 42 | 10.8% | |
| Strongly disagree | 7 | 1.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 7.262886598 |
| Min length | 5 |
Delay of delivery person getting assigned
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Neutral | |
| Disagree | |
| Strongly agree | |
| Strongly disagree |
| Value | Count | Frequency (%) | |
| Agree | 142 | 36.6% | |
| Neutral | 104 | 26.8% | |
| Disagree | 68 | 17.5% | |
| Strongly agree | 56 | 14.4% | |
| Strongly disagree | 18 | 4.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 7.917525773 |
| Min length | 5 |
Delay of delivery person picking up food
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Neutral | |
| Disagree | |
| Strongly agree | |
| Strongly disagree | 16 |
| Value | Count | Frequency (%) | |
| Agree | 189 | 48.7% | |
| Neutral | 78 | 20.1% | |
| Disagree | 61 | 15.7% | |
| Strongly agree | 44 | 11.3% | |
| Strongly disagree | 16 | 4.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 7.389175258 |
| Min length | 5 |
Wrong order delivered
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Disagree | |
|---|---|
| Agree | |
| Neutral | |
| Strongly agree | |
| Strongly disagree |
| Value | Count | Frequency (%) | |
| Disagree | 129 | 33.2% | |
| Agree | 91 | 23.5% | |
| Neutral | 65 | 16.8% | |
| Strongly agree | 53 | 13.7% | |
| Strongly disagree | 50 | 12.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 8 |
| Mean length | 9.108247423 |
| Min length | 5 |
Missing item
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Disagree | |
|---|---|
| Agree | |
| Strongly agree | |
| Neutral | |
| Strongly disagree |
| Value | Count | Frequency (%) | |
| Disagree | 138 | 35.6% | |
| Agree | 74 | 19.1% | |
| Strongly agree | 66 | 17.0% | |
| Neutral | 62 | 16.0% | |
| Strongly disagree | 48 | 12.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 8 |
| Mean length | 9.402061856 |
| Min length | 5 |
Order placed by mistake
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Disagree | |
|---|---|
| Strongly disagree | |
| Agree | |
| Neutral | |
| Strongly agree |
| Value | Count | Frequency (%) | |
| Disagree | 126 | 32.5% | |
| Strongly disagree | 87 | 22.4% | |
| Agree | 69 | 17.8% | |
| Neutral | 65 | 16.8% | |
| Strongly agree | 41 | 10.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 8 |
| Mean length | 9.951030928 |
| Min length | 5 |
Influence of time
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Yes | |
|---|---|
| No | |
| Maybe |
| Value | Count | Frequency (%) | |
| Yes | 301 | 77.6% | |
| No | 48 | 12.4% | |
| Maybe | 39 | 10.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.077319588 |
| Min length | 2 |
Order Time
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Anytime (Mon-Sun) | |
|---|---|
| Weekend (Sat & Sun) | |
| Weekdays (Mon-Fri) | 17 |
| Value | Count | Frequency (%) | |
| Anytime (Mon-Sun) | 269 | 69.3% | |
| Weekend (Sat & Sun) | 102 | 26.3% | |
| Weekdays (Mon-Fri) | 17 | 4.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 19 |
|---|---|
| Median length | 17 |
| Mean length | 17.56958763 |
| Min length | 17 |
Maximum wait time
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| 45 minutes | |
|---|---|
| 30 minutes | |
| 15 minutes | |
| 60 minutes | |
| More than 60 minutes |
| Value | Count | Frequency (%) | |
| 45 minutes | 154 | 39.7% | |
| 30 minutes | 139 | 35.8% | |
| 15 minutes | 40 | 10.3% | |
| 60 minutes | 34 | 8.8% | |
| More than 60 minutes | 21 | 5.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 20 |
|---|---|
| Median length | 10 |
| Mean length | 10.54123711 |
| Min length | 10 |
Residence in busy location
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Neutral | |
| Disagree | |
| Strongly Agree | |
| Strongly disagree | 9 |
| Value | Count | Frequency (%) | |
| Agree | 266 | 68.6% | |
| Neutral | 50 | 12.9% | |
| Disagree | 35 | 9.0% | |
| Strongly Agree | 28 | 7.2% | |
| Strongly disagree | 9 | 2.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 5 |
| Mean length | 6.456185567 |
| Min length | 5 |
Google Maps Accuracy
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Strongly Agree | |
| Neutral | |
| Disagree | |
| Strongly disagree | 8 |
| Value | Count | Frequency (%) | |
| Agree | 137 | 35.3% | |
| Strongly Agree | 119 | 30.7% | |
| Neutral | 91 | 23.5% | |
| Disagree | 33 | 8.5% | |
| Strongly disagree | 8 | 2.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 8.731958763 |
| Min length | 5 |
Good Road Condition
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Strongly Agree | |
| Neutral | |
| Disagree | |
| Strongly disagree | 7 |
| Value | Count | Frequency (%) | |
| Agree | 177 | 45.6% | |
| Strongly Agree | 87 | 22.4% | |
| Neutral | 76 | 19.6% | |
| Disagree | 41 | 10.6% | |
| Strongly disagree | 7 | 1.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 7.943298969 |
| Min length | 5 |
Low quantity low time
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Neutral | |
| Disagree | |
| Strongly Agree | |
| Strongly disagree |
| Value | Count | Frequency (%) | |
| Agree | 169 | 43.6% | |
| Neutral | 97 | 25.0% | |
| Disagree | 61 | 15.7% | |
| Strongly Agree | 34 | 8.8% | |
| Strongly disagree | 27 | 7.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 7.595360825 |
| Min length | 5 |
Delivery person ability
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Agree | |
|---|---|
| Strongly Agree | |
| Neutral | |
| Disagree | |
| Strongly disagree | 6 |
| Value | Count | Frequency (%) | |
| Agree | 163 | 42.0% | |
| Strongly Agree | 87 | 22.4% | |
| Neutral | 80 | 20.6% | |
| Disagree | 52 | 13.4% | |
| Strongly disagree | 6 | 1.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 17 |
|---|---|
| Median length | 7 |
| Mean length | 8.018041237 |
| Min length | 5 |
Influence of rating
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Yes | |
|---|---|
| No | |
| Maybe |
| Value | Count | Frequency (%) | |
| Yes | 286 | 73.7% | |
| No | 53 | 13.7% | |
| Maybe | 49 | 12.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.115979381 |
| Min length | 2 |
Less Delivery time
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Important | |
|---|---|
| Very Important | |
| Moderately Important | |
| Slightly Important | |
| Unimportant | 5 |
| Value | Count | Frequency (%) | |
| Important | 248 | 63.9% | |
| Very Important | 56 | 14.4% | |
| Moderately Important | 45 | 11.6% | |
| Slightly Important | 34 | 8.8% | |
| Unimportant | 5 | 1.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 20 |
|---|---|
| Median length | 9 |
| Mean length | 11.81185567 |
| Min length | 9 |
High Quality of package
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Important | |
|---|---|
| Very Important | |
| Moderately Important | |
| Slightly Important | |
| Unimportant | 6 |
| Value | Count | Frequency (%) | |
| Important | 152 | 39.2% | |
| Very Important | 126 | 32.5% | |
| Moderately Important | 77 | 19.8% | |
| Slightly Important | 27 | 7.0% | |
| Unimportant | 6 | 1.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 20 |
|---|---|
| Median length | 14 |
| Mean length | 13.46391753 |
| Min length | 9 |
Number of calls
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Important | |
|---|---|
| Very Important | |
| Moderately Important | |
| Slightly Important | |
| Unimportant |
| Value | Count | Frequency (%) | |
| Important | 133 | 34.3% | |
| Very Important | 94 | 24.2% | |
| Moderately Important | 88 | 22.7% | |
| Slightly Important | 54 | 13.9% | |
| Unimportant | 19 | 4.9% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 20 |
|---|---|
| Median length | 14 |
| Mean length | 14.05670103 |
| Min length | 9 |
Politeness
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Important | |
|---|---|
| Very Important | |
| Moderately Important | |
| Slightly Important | |
| Unimportant | 6 |
| Value | Count | Frequency (%) | |
| Important | 155 | 39.9% | |
| Very Important | 119 | 30.7% | |
| Moderately Important | 63 | 16.2% | |
| Slightly Important | 45 | 11.6% | |
| Unimportant | 6 | 1.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 20 |
|---|---|
| Median length | 14 |
| Mean length | 13.3943299 |
| Min length | 9 |
Freshness
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Very Important | |
|---|---|
| Important | |
| Slightly Important | |
| Moderately Important | |
| Unimportant | 5 |
| Value | Count | Frequency (%) | |
| Very Important | 137 | 35.3% | |
| Important | 128 | 33.0% | |
| Slightly Important | 60 | 15.5% | |
| Moderately Important | 58 | 14.9% | |
| Unimportant | 5 | 1.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 20 |
|---|---|
| Median length | 14 |
| Mean length | 13.82731959 |
| Min length | 9 |
Temperature
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Important | |
|---|---|
| Very Important | |
| Moderately Important | |
| Slightly Important | |
| Unimportant | 2 |
| Value | Count | Frequency (%) | |
| Important | 148 | 38.1% | |
| Very Important | 126 | 32.5% | |
| Moderately Important | 88 | 22.7% | |
| Slightly Important | 24 | 6.2% | |
| Unimportant | 2 | 0.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 20 |
|---|---|
| Median length | 14 |
| Mean length | 13.68556701 |
| Min length | 9 |
Good Taste
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Very Important | |
|---|---|
| Important | |
| Moderately Important | |
| Slightly Important | 11 |
| Unimportant | 6 |
| Value | Count | Frequency (%) | |
| Very Important | 178 | 45.9% | |
| Important | 154 | 39.7% | |
| Moderately Important | 39 | 10.1% | |
| Slightly Important | 11 | 2.8% | |
| Unimportant | 6 | 1.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 20 |
|---|---|
| Median length | 14 |
| Mean length | 12.68556701 |
| Min length | 9 |
Good Quantity
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Very Important | |
|---|---|
| Important | |
| Moderately Important | |
| Slightly Important | |
| Unimportant | 3 |
| Value | Count | Frequency (%) | |
| Very Important | 174 | 44.8% | |
| Important | 153 | 39.4% | |
| Moderately Important | 33 | 8.5% | |
| Slightly Important | 25 | 6.4% | |
| Unimportant | 3 | 0.8% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 20 |
|---|---|
| Median length | 14 |
| Mean length | 12.77319588 |
| Min length | 9 |
Output
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.0 KiB |
| Yes | |
|---|---|
| No |
| Value | Count | Frequency (%) | |
| Yes | 301 | 77.6% | |
| No | 87 | 22.4% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| Age | Gender | Marital Status | Occupation | Monthly Income | Educational Qualifications | Family size | Medium (P1) | Medium (P2) | Meal(P1) | Meal(P2) | Perference(P1) | Perference(P2) | Ease and convenient | Time saving | More restaurant choices | Easy Payment option | More Offers and Discount | Good Food quality | Good Tracking system | Self Cooking | Health Concern | Late Delivery | Poor Hygiene | Bad past experience | Unavailability | Unaffordable | Long delivery time | Delay of delivery person getting assigned | Delay of delivery person picking up food | Wrong order delivered | Missing item | Order placed by mistake | Influence of time | Order Time | Maximum wait time | Residence in busy location | Google Maps Accuracy | Good Road Condition | Low quantity low time | Delivery person ability | Influence of rating | Less Delivery time | High Quality of package | Number of calls | Politeness | Freshness | Temperature | Good Taste | Good Quantity | Output | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 20 | Female | Single | Student | No Income | Post Graduate | 4 | Food delivery apps | Web browser | Breakfast | Lunch | Non Veg foods (Lunch / Dinner) | Bakery items (snacks) | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Agree | Agree | Agree | Agree | Agree | Agree | Yes | Weekend (Sat & Sun) | 30 minutes | Agree | Neutral | Neutral | Neutral | Neutral | Yes | Moderately Important | Moderately Important | Moderately Important | Moderately Important | Moderately Important | Moderately Important | Moderately Important | Moderately Important | Yes |
| 1 | 24 | Female | Single | Student | Below Rs.10000 | Graduate | 3 | Food delivery apps | Web browser | Snacks | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Neutral | Agree | Strongly agree | Strongly agree | Agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Yes | Anytime (Mon-Sun) | 30 minutes | Strongly Agree | Neutral | Disagree | Strongly disagree | Agree | Yes | Very Important | Very Important | Very Important | Very Important | Very Important | Very Important | Very Important | Very Important | Yes |
| 2 | 22 | Male | Single | Student | Below Rs.10000 | Post Graduate | 3 | Food delivery apps | Direct call | Lunch | Snacks | Non Veg foods (Lunch / Dinner) | Ice cream / Cool drinks | Strongly agree | Strongly agree | Strongly agree | Neutral | Neutral | Disagree | Neutral | Disagree | Neutral | Neutral | Agree | Agree | Agree | Agree | Agree | Agree | Agree | Strongly agree | Agree | Neutral | Yes | Anytime (Mon-Sun) | 45 minutes | Agree | Strongly Agree | Neutral | Neutral | Agree | Yes | Important | Very Important | Moderately Important | Very Important | Very Important | Important | Very Important | Moderately Important | Yes |
| 3 | 22 | Female | Single | Student | No Income | Graduate | 6 | Food delivery apps | Walk-in | Snacks | Dinner | Veg foods (Breakfast / Lunch / Dinner) | Bakery items (snacks) | Agree | Agree | Strongly agree | Agree | Strongly agree | Agree | Agree | Agree | Strongly agree | Neutral | Agree | Disagree | Disagree | Neutral | Agree | Agree | Agree | Disagree | Disagree | Neutral | Yes | Anytime (Mon-Sun) | 30 minutes | Disagree | Agree | Agree | Neutral | Agree | Yes | Very Important | Important | Moderately Important | Very Important | Very Important | Very Important | Very Important | Important | Yes |
| 4 | 22 | Male | Single | Student | Below Rs.10000 | Post Graduate | 4 | Walk-in | Direct call | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Agree | Agree | Agree | Agree | Neutral | Neutral | Agree | Strongly agree | Strongly agree | Agree | Strongly agree | Agree | Disagree | Strongly agree | Strongly agree | Neutral | Neutral | Neutral | Disagree | Yes | Weekend (Sat & Sun) | 30 minutes | Agree | Agree | Agree | Agree | Agree | Yes | Important | Important | Moderately Important | Important | Important | Important | Very Important | Very Important | Yes |
| 5 | 27 | Female | Married | Employee | More than 50000 | Post Graduate | 2 | Food delivery apps | Walk-in | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Agree | Neutral | Agree | Agree | Neutral | Agree | Disagree | Neutral | Agree | Agree | Agree | Agree | Agree | Strongly agree | Strongly agree | Strongly agree | Agree | Strongly agree | Strongly agree | Yes | Anytime (Mon-Sun) | 45 minutes | Neutral | Agree | Neutral | Neutral | Neutral | Yes | Important | Very Important | Very Important | Very Important | Very Important | Very Important | Very Important | Very Important | Yes |
| 6 | 22 | Male | Single | Student | No Income | Graduate | 3 | Food delivery apps | Direct call | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Strongly agree | Strongly agree | Agree | Strongly agree | Agree | Neutral | Agree | Disagree | Agree | Disagree | Agree | Disagree | Strongly agree | Strongly disagree | Neutral | Disagree | Disagree | Strongly agree | Strongly agree | Strongly agree | No | Anytime (Mon-Sun) | 45 minutes | Agree | Strongly Agree | Disagree | Agree | Strongly Agree | Yes | Very Important | Very Important | Unimportant | Important | Very Important | Very Important | Very Important | Very Important | Yes |
| 7 | 24 | Female | Single | Student | No Income | Post Graduate | 3 | Food delivery apps | Direct call | Dinner | Dinner | Non Veg foods (Lunch / Dinner) | Ice cream / Cool drinks | Strongly agree | Agree | Agree | Agree | Agree | Agree | Agree | Agree | Agree | Agree | Neutral | Neutral | Neutral | Neutral | Agree | Agree | Agree | Neutral | Agree | Agree | Yes | Weekend (Sat & Sun) | 45 minutes | Agree | Agree | Agree | Neutral | Disagree | Maybe | Moderately Important | Important | Moderately Important | Slightly Important | Important | Moderately Important | Very Important | Very Important | Yes |
| 8 | 23 | Female | Single | Student | No Income | Post Graduate | 2 | Food delivery apps | Direct call | Dinner | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Agree | Strongly agree | Agree | Agree | Neutral | Agree | Agree | Agree | Neutral | Agree | Neutral | Neutral | Disagree | Agree | Agree | Agree | Agree | Agree | Strongly agree | Yes | Anytime (Mon-Sun) | 30 minutes | Disagree | Disagree | Neutral | Agree | Agree | Maybe | Important | Important | Important | Important | Important | Important | Important | Important | Yes |
| 9 | 23 | Female | Single | Student | No Income | Post Graduate | 4 | Food delivery apps | Walk-in | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Agree | Agree | Neutral | Neutral | Neutral | Neutral | Neutral | Agree | Agree | Agree | Neutral | Agree | Agree | Yes | Weekend (Sat & Sun) | 45 minutes | Agree | Agree | Agree | Disagree | Disagree | Yes | Moderately Important | Very Important | Moderately Important | Moderately Important | Moderately Important | Moderately Important | Very Important | Very Important | Yes |
Last rows
| Age | Gender | Marital Status | Occupation | Monthly Income | Educational Qualifications | Family size | Medium (P1) | Medium (P2) | Meal(P1) | Meal(P2) | Perference(P1) | Perference(P2) | Ease and convenient | Time saving | More restaurant choices | Easy Payment option | More Offers and Discount | Good Food quality | Good Tracking system | Self Cooking | Health Concern | Late Delivery | Poor Hygiene | Bad past experience | Unavailability | Unaffordable | Long delivery time | Delay of delivery person getting assigned | Delay of delivery person picking up food | Wrong order delivered | Missing item | Order placed by mistake | Influence of time | Order Time | Maximum wait time | Residence in busy location | Google Maps Accuracy | Good Road Condition | Low quantity low time | Delivery person ability | Influence of rating | Less Delivery time | High Quality of package | Number of calls | Politeness | Freshness | Temperature | Good Taste | Good Quantity | Output | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 378 | 23 | Female | Single | Employee | 25001 to 50000 | Post Graduate | 2 | Food delivery apps | Walk-in | Dinner | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Neutral | Agree | Agree | Strongly agree | Agree | Strongly agree | Disagree | Disagree | Strongly disagree | Disagree | Strongly disagree | Strongly disagree | Disagree | Agree | Agree | Neutral | Agree | Agree | Strongly agree | Yes | Anytime (Mon-Sun) | 30 minutes | Agree | Strongly Agree | Strongly Agree | Agree | Agree | Yes | Important | Moderately Important | Important | Important | Important | Important | Very Important | Very Important | Yes |
| 379 | 22 | Male | Single | Student | Below Rs.10000 | Post Graduate | 4 | Walk-in | Direct call | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Agree | Agree | Agree | Agree | Neutral | Neutral | Agree | Strongly agree | Strongly agree | Agree | Strongly agree | Agree | Disagree | Strongly agree | Strongly agree | Neutral | Neutral | Neutral | Disagree | Yes | Weekend (Sat & Sun) | 30 minutes | Agree | Agree | Agree | Agree | Agree | Yes | Important | Important | Moderately Important | Important | Important | Important | Very Important | Very Important | Yes |
| 380 | 27 | Female | Married | Employee | More than 50000 | Post Graduate | 2 | Food delivery apps | Walk-in | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Agree | Neutral | Agree | Agree | Neutral | Agree | Disagree | Neutral | Agree | Agree | Agree | Agree | Agree | Strongly agree | Strongly agree | Strongly agree | Agree | Strongly agree | Strongly agree | Yes | Anytime (Mon-Sun) | 45 minutes | Neutral | Agree | Neutral | Neutral | Neutral | Yes | Important | Very Important | Very Important | Very Important | Very Important | Very Important | Very Important | Very Important | Yes |
| 381 | 22 | Male | Single | Student | No Income | Graduate | 3 | Food delivery apps | Direct call | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Strongly agree | Strongly agree | Agree | Strongly agree | Agree | Neutral | Agree | Disagree | Agree | Disagree | Agree | Disagree | Strongly agree | Strongly disagree | Neutral | Disagree | Disagree | Strongly agree | Strongly agree | Strongly agree | No | Anytime (Mon-Sun) | 45 minutes | Agree | Strongly Agree | Disagree | Agree | Strongly Agree | Yes | Very Important | Very Important | Unimportant | Important | Very Important | Very Important | Very Important | Very Important | Yes |
| 382 | 24 | Female | Single | Student | No Income | Post Graduate | 3 | Food delivery apps | Direct call | Dinner | Dinner | Non Veg foods (Lunch / Dinner) | Ice cream / Cool drinks | Strongly agree | Agree | Agree | Agree | Agree | Agree | Agree | Agree | Agree | Agree | Neutral | Neutral | Neutral | Neutral | Agree | Agree | Agree | Neutral | Agree | Agree | Yes | Weekend (Sat & Sun) | 45 minutes | Agree | Agree | Agree | Neutral | Disagree | Maybe | Moderately Important | Important | Moderately Important | Slightly Important | Important | Moderately Important | Very Important | Very Important | Yes |
| 383 | 23 | Female | Single | Student | No Income | Post Graduate | 2 | Food delivery apps | Direct call | Dinner | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Agree | Strongly agree | Agree | Agree | Neutral | Agree | Agree | Agree | Neutral | Agree | Neutral | Neutral | Disagree | Agree | Agree | Agree | Agree | Agree | Strongly agree | Yes | Anytime (Mon-Sun) | 30 minutes | Disagree | Disagree | Neutral | Agree | Agree | Maybe | Important | Important | Important | Important | Important | Important | Important | Important | Yes |
| 384 | 23 | Female | Single | Student | No Income | Post Graduate | 4 | Food delivery apps | Walk-in | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Agree | Agree | Neutral | Neutral | Neutral | Neutral | Neutral | Agree | Agree | Agree | Neutral | Agree | Agree | Yes | Weekend (Sat & Sun) | 45 minutes | Agree | Agree | Agree | Disagree | Disagree | Yes | Moderately Important | Very Important | Moderately Important | Moderately Important | Moderately Important | Moderately Important | Very Important | Very Important | Yes |
| 385 | 22 | Female | Single | Student | No Income | Post Graduate | 5 | Food delivery apps | Direct call | Snacks | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Agree | Agree | Agree | Agree | Neutral | Agree | Agree | Strongly agree | Agree | Strongly agree | Agree | Agree | Agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Yes | Anytime (Mon-Sun) | 45 minutes | Agree | Agree | Strongly Agree | Neutral | Agree | Yes | Important | Very Important | Important | Important | Very Important | Very Important | Very Important | Very Important | Yes |
| 386 | 23 | Male | Single | Student | Below Rs.10000 | Post Graduate | 2 | Food delivery apps | Walk-in | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Agree | Agree | Strongly agree | Agree | Strongly agree | Disagree | Agree | Strongly agree | Strongly agree | Neutral | Strongly agree | Strongly agree | Agree | Strongly agree | Strongly agree | Disagree | Maybe | Weekend (Sat & Sun) | 45 minutes | Strongly Agree | Disagree | Agree | Disagree | Strongly Agree | Yes | Important | Very Important | Important | Very Important | Very Important | Important | Very Important | Very Important | Yes |
| 387 | 23 | Male | Single | Student | No Income | Post Graduate | 5 | Walk-in | Direct call | Snacks | Dinner | Non Veg foods (Lunch / Dinner) | Bakery items (snacks) | Agree | Neutral | Agree | Agree | Agree | Disagree | Agree | Neutral | Agree | Neutral | Agree | Disagree | Disagree | Neutral | Agree | Neutral | Neutral | Disagree | Strongly disagree | Strongly disagree | Yes | Weekend (Sat & Sun) | 30 minutes | Agree | Agree | Neutral | Disagree | Agree | Maybe | Slightly Important | Unimportant | Slightly Important | Moderately Important | Moderately Important | Moderately Important | Moderately Important | Slightly Important | Yes |
Most frequent
| Age | Gender | Marital Status | Occupation | Monthly Income | Educational Qualifications | Family size | Medium (P1) | Medium (P2) | Meal(P1) | Meal(P2) | Perference(P1) | Perference(P2) | Ease and convenient | Time saving | More restaurant choices | Easy Payment option | More Offers and Discount | Good Food quality | Good Tracking system | Self Cooking | Health Concern | Late Delivery | Poor Hygiene | Bad past experience | Unavailability | Unaffordable | Long delivery time | Delay of delivery person getting assigned | Delay of delivery person picking up food | Wrong order delivered | Missing item | Order placed by mistake | Influence of time | Order Time | Maximum wait time | Residence in busy location | Google Maps Accuracy | Good Road Condition | Low quantity low time | Delivery person ability | Influence of rating | Less Delivery time | High Quality of package | Number of calls | Politeness | Freshness | Temperature | Good Taste | Good Quantity | Output | count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 22 | 23 | Female | Single | Student | No Income | Post Graduate | 4 | Food delivery apps | Direct call | Dinner | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Strongly agree | Strongly agree | Strongly agree | Neutral | Neutral | Strongly agree | Strongly agree | Neutral | Disagree | Neutral | Strongly agree | Agree | Neutral | Disagree | Agree | Agree | Agree | Strongly agree | Agree | Neutral | Yes | Weekend (Sat & Sun) | 45 minutes | Neutral | Neutral | Neutral | Neutral | Neutral | Yes | Important | Important | Moderately Important | Moderately Important | Very Important | Very Important | Very Important | Very Important | Yes | 6 |
| 18 | 23 | Female | Single | Student | No Income | Graduate | 5 | Food delivery apps | Direct call | Lunch | Snacks | Veg foods (Breakfast / Lunch / Dinner) | Ice cream / Cool drinks | Strongly agree | Agree | Agree | Neutral | Agree | Neutral | Neutral | Agree | Neutral | Agree | Agree | Neutral | Agree | Disagree | Neutral | Neutral | Neutral | Neutral | Neutral | Neutral | Yes | Weekdays (Mon-Fri) | 45 minutes | Neutral | Neutral | Neutral | Neutral | Neutral | Yes | Slightly Important | Moderately Important | Slightly Important | Slightly Important | Important | Important | Important | Important | Yes | 4 |
| 0 | 20 | Male | Single | Student | No Income | Graduate | 2 | Food delivery apps | Direct call | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Strongly agree | Agree | Agree | Strongly agree | Agree | Strongly agree | Disagree | Disagree | Agree | Disagree | Disagree | Strongly disagree | Strongly disagree | Agree | Strongly agree | Agree | Strongly disagree | Strongly disagree | Strongly disagree | Yes | Weekend (Sat & Sun) | 45 minutes | Agree | Strongly Agree | Agree | Agree | Disagree | Yes | Important | Moderately Important | Moderately Important | Important | Important | Very Important | Very Important | Important | Yes | 3 |
| 2 | 21 | Male | Single | Student | No Income | Graduate | 2 | Food delivery apps | Direct call | Dinner | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Disagree | Disagree | Neutral | Disagree | Neutral | Disagree | Agree | Agree | Agree | Agree | Agree | Agree | Agree | Agree | Disagree | Neutral | Agree | Disagree | Disagree | Disagree | Yes | Anytime (Mon-Sun) | 30 minutes | Agree | Strongly Agree | Agree | Agree | Strongly Agree | Yes | Moderately Important | Important | Important | Important | Important | Very Important | Very Important | Very Important | No | 3 |
| 5 | 21 | Male | Single | Student | No Income | Graduate | 5 | Food delivery apps | Web browser | Lunch | Snacks | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Strongly agree | Agree | Agree | Strongly agree | Agree | Neutral | Agree | Neutral | Agree | Agree | Disagree | Disagree | Disagree | Disagree | Neutral | Disagree | Agree | Agree | Strongly agree | Yes | Weekend (Sat & Sun) | 45 minutes | Agree | Neutral | Agree | Strongly Agree | Strongly Agree | Yes | Important | Important | Very Important | Important | Slightly Important | Moderately Important | Important | Important | Yes | 3 |
| 6 | 22 | Female | Single | Employee | 25001 to 50000 | Graduate | 4 | Food delivery apps | Walk-in | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Strongly agree | Agree | Neutral | Neutral | Agree | Neutral | Agree | Agree | Strongly agree | Neutral | Strongly agree | Agree | Agree | Disagree | Disagree | Disagree | Disagree | Agree | Agree | Agree | Yes | Anytime (Mon-Sun) | 45 minutes | Strongly Agree | Strongly Agree | Strongly Agree | Agree | Agree | Yes | Important | Very Important | Very Important | Very Important | Very Important | Important | Very Important | Important | Yes | 3 |
| 8 | 22 | Female | Single | Student | No Income | Graduate | 2 | Food delivery apps | Direct call | Breakfast | Snacks | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Agree | Agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Disagree | Disagree | Strongly disagree | Strongly disagree | Strongly disagree | Strongly disagree | Strongly disagree | Strongly disagree | Strongly disagree | Strongly disagree | Strongly disagree | Strongly disagree | Strongly disagree | No | Anytime (Mon-Sun) | More than 60 minutes | Agree | Agree | Strongly Agree | Agree | Disagree | Maybe | Important | Important | Very Important | Very Important | Very Important | Very Important | Very Important | Very Important | Yes | 3 |
| 10 | 22 | Female | Single | Student | No Income | Post Graduate | 5 | Food delivery apps | Direct call | Snacks | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Agree | Agree | Agree | Agree | Neutral | Agree | Agree | Strongly agree | Agree | Strongly agree | Agree | Agree | Agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Strongly agree | Yes | Anytime (Mon-Sun) | 45 minutes | Agree | Agree | Strongly Agree | Neutral | Agree | Yes | Important | Very Important | Important | Important | Very Important | Very Important | Very Important | Very Important | Yes | 3 |
| 12 | 22 | Male | Single | Student | Below Rs.10000 | Post Graduate | 4 | Walk-in | Direct call | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Agree | Agree | Agree | Agree | Agree | Neutral | Neutral | Agree | Strongly agree | Strongly agree | Agree | Strongly agree | Agree | Disagree | Strongly agree | Strongly agree | Neutral | Neutral | Neutral | Disagree | Yes | Weekend (Sat & Sun) | 30 minutes | Agree | Agree | Agree | Agree | Agree | Yes | Important | Important | Moderately Important | Important | Important | Important | Very Important | Very Important | Yes | 3 |
| 13 | 22 | Male | Single | Student | No Income | Graduate | 3 | Food delivery apps | Direct call | Lunch | Dinner | Non Veg foods (Lunch / Dinner) | Veg foods (Breakfast / Lunch / Dinner) | Strongly agree | Strongly agree | Agree | Strongly agree | Agree | Neutral | Agree | Disagree | Agree | Disagree | Agree | Disagree | Strongly agree | Strongly disagree | Neutral | Disagree | Disagree | Strongly agree | Strongly agree | Strongly agree | No | Anytime (Mon-Sun) | 45 minutes | Agree | Strongly Agree | Disagree | Agree | Strongly Agree | Yes | Very Important | Very Important | Unimportant | Important | Very Important | Very Important | Very Important | Very Important | Yes | 3 |